John Langford just posted a list of seven ICML ’08 papers that he found interesting. I appreciate his taste in papers, and I particularly liked a paper on Learning Diverse Rankings with Multi-Armed Bandits that addresses learning a diverse ranking of documents based on users’ clicking behavior. If you liked the Less is More work that Harr Chen and David Karger presented at SIGIR ’06, then I recommend you check this one out.
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Nice Selection of Machine Learning Papers
The Noisy Channel 